Dataset statistics
| Number of variables | 19 |
|---|---|
| Number of observations | 12348 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.1 MiB |
| Average record size in memory | 181.4 B |
Variable types
| Numeric | 16 |
|---|---|
| Categorical | 3 |
TotalSteps is highly overall correlated with TotalDistance and 6 other fields | High correlation |
TotalDistance is highly overall correlated with TotalSteps and 7 other fields | High correlation |
TrackerDistance is highly overall correlated with TotalSteps and 7 other fields | High correlation |
VeryActiveDistance is highly overall correlated with TotalSteps and 5 other fields | High correlation |
ModeratelyActiveDistance is highly overall correlated with TotalSteps and 5 other fields | High correlation |
LightActiveDistance is highly overall correlated with TotalSteps and 3 other fields | High correlation |
VeryActiveMinutes is highly overall correlated with TotalSteps and 6 other fields | High correlation |
FairlyActiveMinutes is highly overall correlated with TotalSteps and 5 other fields | High correlation |
LightlyActiveMinutes is highly overall correlated with LightActiveDistance | High correlation |
Calories is highly overall correlated with TotalDistance and 2 other fields | High correlation |
TotalMinutesAsleep is highly overall correlated with TotalTimeInBed | High correlation |
TotalTimeInBed is highly overall correlated with TotalMinutesAsleep | High correlation |
TotalSleepRecords is highly imbalanced (65.2%) | Imbalance |
TotalSteps has 611 (4.9%) zeros | Zeros |
TotalDistance has 614 (5.0%) zeros | Zeros |
TrackerDistance has 614 (5.0%) zeros | Zeros |
LoggedActivitiesDistance has 11732 (95.0%) zeros | Zeros |
VeryActiveDistance has 4658 (37.7%) zeros | Zeros |
ModeratelyActiveDistance has 4334 (35.1%) zeros | Zeros |
LightActiveDistance has 663 (5.4%) zeros | Zeros |
SedentaryActiveDistance has 12212 (98.9%) zeros | Zeros |
VeryActiveMinutes has 4658 (37.7%) zeros | Zeros |
FairlyActiveMinutes has 4319 (35.0%) zeros | Zeros |
LightlyActiveMinutes has 660 (5.3%) zeros | Zeros |
Reproduction
| Analysis started | 2023-01-21 20:09:13.775437 |
|---|---|
| Analysis finished | 2023-01-21 20:09:32.486971 |
| Duration | 18.71 seconds |
| Software version | pandas-profiling vv3.6.2 |
| Download configuration | config.json |
Id
Real number (ℝ)
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0210158 × 109 |
| Minimum | 1.5039604 × 109 |
|---|---|
| Maximum | 8.7920097 × 109 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 1.5039604 × 109 |
|---|---|
| 5-th percentile | 1.5039604 × 109 |
| Q1 | 3.9773337 × 109 |
| median | 4.7029217 × 109 |
| Q3 | 6.9621811 × 109 |
| 95-th percentile | 8.3785632 × 109 |
| Maximum | 8.7920097 × 109 |
| Range | 7.2880493 × 109 |
| Interquartile range (IQR) | 2.9848474 × 109 |
Descriptive statistics
| Standard deviation | 2.0483114 × 109 |
|---|---|
| Coefficient of variation (CV) | 0.40794762 |
| Kurtosis | -0.73439593 |
| Mean | 5.0210158 × 109 |
| Median Absolute Deviation (MAD) | 8.7422863 × 108 |
| Skewness | 0.0074911938 |
| Sum | 6.1999504 × 1013 |
| Variance | 4.1955798 × 1018 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 8378563200 | 961 | 7.8% |
| 6962181067 | 961 | 7.8% |
| 5553957443 | 961 | 7.8% |
| 2026352035 | 868 | 7.0% |
| 4445114986 | 868 | 7.0% |
| 3977333714 | 840 | 6.8% |
| 4702921684 | 837 | 6.8% |
| 4319703577 | 806 | 6.5% |
| 5577150313 | 780 | 6.3% |
| 1503960366 | 775 | 6.3% |
| Other values (14) | 3691 |
| Value | Count | Frequency (%) |
| 1503960366 | 775 | |
| 1644430081 | 120 | 1.0% |
| 1844505072 | 93 | 0.8% |
| 1927972279 | 155 | 1.3% |
| 2026352035 | 868 | |
| 2320127002 | 31 | 0.3% |
| 2347167796 | 270 | 2.2% |
| 3977333714 | 840 | |
| 4020332650 | 248 | 2.0% |
| 4319703577 | 806 |
| Value | Count | Frequency (%) |
| 8792009665 | 435 | |
| 8378563200 | 961 | |
| 8053475328 | 93 | 0.8% |
| 7086361926 | 744 | |
| 7007744171 | 52 | 0.4% |
| 6962181067 | 961 | |
| 6775888955 | 78 | 0.6% |
| 6117666160 | 504 | |
| 5577150313 | 780 | |
| 5553957443 | 961 |
ActivityDate
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 192.9 KiB |
| 4/12/2016 | 410 |
|---|---|
| 4/22/2016 | 410 |
| 4/29/2016 | 410 |
| 4/28/2016 | 410 |
| 4/13/2016 | 410 |
| Other values (26) |
Length
| Max length | 9 |
|---|---|
| Median length | 9 |
| Mean length | 8.712909 |
| Min length | 8 |
Characters and Unicode
| Total characters | 107587 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4/12/2016 |
|---|---|
| 2nd row | 4/12/2016 |
| 3rd row | 4/12/2016 |
| 4th row | 4/12/2016 |
| 5th row | 4/12/2016 |
Common Values
| Value | Count | Frequency (%) |
| 4/12/2016 | 410 | 3.3% |
| 4/22/2016 | 410 | 3.3% |
| 4/29/2016 | 410 | 3.3% |
| 4/28/2016 | 410 | 3.3% |
| 4/13/2016 | 410 | 3.3% |
| 4/26/2016 | 410 | 3.3% |
| 4/25/2016 | 410 | 3.3% |
| 4/24/2016 | 410 | 3.3% |
| 4/23/2016 | 410 | 3.3% |
| 4/27/2016 | 410 | 3.3% |
| Other values (21) | 8248 |
Length
| Value | Count | Frequency (%) |
| 4/12/2016 | 410 | 3.3% |
| 4/21/2016 | 410 | 3.3% |
| 4/20/2016 | 410 | 3.3% |
| 4/14/2016 | 410 | 3.3% |
| 4/22/2016 | 410 | 3.3% |
| 4/16/2016 | 410 | 3.3% |
| 4/17/2016 | 410 | 3.3% |
| 4/18/2016 | 410 | 3.3% |
| 4/19/2016 | 410 | 3.3% |
| 4/15/2016 | 410 | 3.3% |
| Other values (21) | 8248 |
Most occurring characters
| Value | Count | Frequency (%) |
| / | 24696 | |
| 2 | 17962 | |
| 1 | 17818 | |
| 6 | 13563 | |
| 0 | 13525 | |
| 4 | 8990 | 8.4% |
| 5 | 5788 | 5.4% |
| 3 | 1610 | 1.5% |
| 7 | 1215 | 1.1% |
| 9 | 1210 | 1.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 82891 | |
| Other Punctuation | 24696 | 23.0% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 17962 | |
| 1 | 17818 | |
| 6 | 13563 | |
| 0 | 13525 | |
| 4 | 8990 | |
| 5 | 5788 | 7.0% |
| 3 | 1610 | 1.9% |
| 7 | 1215 | 1.5% |
| 9 | 1210 | 1.5% |
| 8 | 1210 | 1.5% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 24696 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 107587 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| / | 24696 | |
| 2 | 17962 | |
| 1 | 17818 | |
| 6 | 13563 | |
| 0 | 13525 | |
| 4 | 8990 | 8.4% |
| 5 | 5788 | 5.4% |
| 3 | 1610 | 1.5% |
| 7 | 1215 | 1.1% |
| 9 | 1210 | 1.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 107587 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| / | 24696 | |
| 2 | 17962 | |
| 1 | 17818 | |
| 6 | 13563 | |
| 0 | 13525 | |
| 4 | 8990 | 8.4% |
| 5 | 5788 | 5.4% |
| 3 | 1610 | 1.5% |
| 7 | 1215 | 1.1% |
| 9 | 1210 | 1.1% |
TotalSteps
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 635 |
|---|---|
| Distinct (%) | 5.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8107.8903 |
| Minimum | 0 |
|---|---|
| Maximum | 22988 |
| Zeros | 611 |
| Zeros (%) | 4.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 9 |
| Q1 | 4660 |
| median | 8585 |
| Q3 | 11317 |
| 95-th percentile | 15036 |
| Maximum | 22988 |
| Range | 22988 |
| Interquartile range (IQR) | 6657 |
Descriptive statistics
| Standard deviation | 4482.7866 |
|---|---|
| Coefficient of variation (CV) | 0.55289187 |
| Kurtosis | -0.44079553 |
| Mean | 8107.8903 |
| Median Absolute Deviation (MAD) | 3353 |
| Skewness | 0.018722161 |
| Sum | 1.0011623 × 108 |
| Variance | 20095376 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 611 | 4.9% |
| 12764 | 56 | 0.5% |
| 9105 | 55 | 0.4% |
| 5232 | 33 | 0.3% |
| 10725 | 32 | 0.3% |
| 4363 | 32 | 0.3% |
| 14461 | 31 | 0.3% |
| 13070 | 31 | 0.3% |
| 10199 | 31 | 0.3% |
| 7626 | 31 | 0.3% |
| Other values (625) | 11405 |
| Value | Count | Frequency (%) |
| 0 | 611 | |
| 4 | 3 | < 0.1% |
| 8 | 3 | < 0.1% |
| 9 | 3 | < 0.1% |
| 16 | 8 | 0.1% |
| 17 | 26 | 0.2% |
| 29 | 26 | 0.2% |
| 31 | 24 | 0.2% |
| 42 | 15 | 0.1% |
| 44 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 22988 | 3 | < 0.1% |
| 22770 | 23 | |
| 22359 | 3 | < 0.1% |
| 22244 | 15 | |
| 22026 | 3 | < 0.1% |
| 20669 | 3 | < 0.1% |
| 20500 | 3 | < 0.1% |
| 20159 | 3 | < 0.1% |
| 20067 | 2 | < 0.1% |
| 20031 | 31 |
TotalDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 499 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7220408 |
| Minimum | 0 |
|---|---|
| Maximum | 17.950001 |
| Zeros | 614 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0099999998 |
| Q1 | 3.1600001 |
| median | 6.1199999 |
| Q3 | 7.9200001 |
| 95-th percentile | 10.71 |
| Maximum | 17.950001 |
| Range | 17.950001 |
| Interquartile range (IQR) | 4.76 |
Descriptive statistics
| Standard deviation | 3.2426335 |
|---|---|
| Coefficient of variation (CV) | 0.56669178 |
| Kurtosis | -0.24447869 |
| Mean | 5.7220408 |
| Median Absolute Deviation (MAD) | 2.3799999 |
| Skewness | 0.11481085 |
| Sum | 70655.76 |
| Variance | 10.514672 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 614 | 5.0% |
| 6.710000038 | 114 | 0.9% |
| 6.820000172 | 83 | 0.7% |
| 7.099999905 | 78 | 0.6% |
| 2.559999943 | 78 | 0.6% |
| 2.599999905 | 70 | 0.6% |
| 3.619999886 | 70 | 0.6% |
| 0.009999999776 | 64 | 0.5% |
| 2.769999981 | 62 | 0.5% |
| 7.630000114 | 62 | 0.5% |
| Other values (489) | 11053 |
| Value | Count | Frequency (%) |
| 0 | 614 | |
| 0.009999999776 | 64 | 0.5% |
| 0.01999999955 | 26 | 0.2% |
| 0.02999999933 | 18 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.07999999821 | 8 | 0.1% |
| 0.09000000358 | 15 | 0.1% |
| 0.1000000015 | 5 | < 0.1% |
| 0.1099999994 | 5 | < 0.1% |
| 0.1299999952 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.95000076 | 3 | < 0.1% |
| 17.64999962 | 3 | < 0.1% |
| 17.54000092 | 23 | |
| 17.19000053 | 3 | < 0.1% |
| 16.23999977 | 3 | < 0.1% |
| 15.97000027 | 3 | < 0.1% |
| 15.68999958 | 3 | < 0.1% |
| 15.67000008 | 3 | < 0.1% |
| 15.07999992 | 15 | |
| 15.01000023 | 18 |
TrackerDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 497 |
|---|---|
| Distinct (%) | 4.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.7150178 |
| Minimum | 0 |
|---|---|
| Maximum | 17.950001 |
| Zeros | 614 |
| Zeros (%) | 5.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.0099999998 |
| Q1 | 3.1600001 |
| median | 6.1199999 |
| Q3 | 7.8800001 |
| 95-th percentile | 10.71 |
| Maximum | 17.950001 |
| Range | 17.950001 |
| Interquartile range (IQR) | 4.72 |
Descriptive statistics
| Standard deviation | 3.2349602 |
|---|---|
| Coefficient of variation (CV) | 0.56604552 |
| Kurtosis | -0.23299746 |
| Mean | 5.7150178 |
| Median Absolute Deviation (MAD) | 2.3599997 |
| Skewness | 0.11354228 |
| Sum | 70569.04 |
| Variance | 10.464968 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 614 | 5.0% |
| 6.710000038 | 114 | 0.9% |
| 6.820000172 | 83 | 0.7% |
| 2.559999943 | 78 | 0.6% |
| 7.099999905 | 78 | 0.6% |
| 2.599999905 | 70 | 0.6% |
| 3.619999886 | 70 | 0.6% |
| 0.009999999776 | 64 | 0.5% |
| 7.630000114 | 62 | 0.5% |
| 9.079999924 | 62 | 0.5% |
| Other values (487) | 11053 |
| Value | Count | Frequency (%) |
| 0 | 614 | |
| 0.009999999776 | 64 | 0.5% |
| 0.01999999955 | 26 | 0.2% |
| 0.02999999933 | 18 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.07999999821 | 8 | 0.1% |
| 0.09000000358 | 15 | 0.1% |
| 0.1000000015 | 5 | < 0.1% |
| 0.1099999994 | 5 | < 0.1% |
| 0.1299999952 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 17.95000076 | 3 | < 0.1% |
| 17.64999962 | 3 | < 0.1% |
| 17.54000092 | 23 | |
| 17.19000053 | 3 | < 0.1% |
| 16.23999977 | 3 | < 0.1% |
| 15.97000027 | 3 | < 0.1% |
| 15.68999958 | 3 | < 0.1% |
| 15.67000008 | 3 | < 0.1% |
| 15.07999992 | 15 | |
| 15.01000023 | 18 |
LoggedActivitiesDistance
Real number (ℝ)
| Distinct | 19 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.12145714 |
| Minimum | 0 |
|---|---|
| Maximum | 4.942142 |
| Zeros | 11732 |
| Zeros (%) | 95.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 4.942142 |
| Range | 4.942142 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.55017825 |
|---|---|
| Coefficient of variation (CV) | 4.5298138 |
| Kurtosis | 24.672873 |
| Mean | 0.12145714 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 4.8172576 |
| Sum | 1499.7528 |
| Variance | 0.30269611 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 11732 | |
| 2.092147112 | 279 | 2.3% |
| 2.253081083 | 217 | 1.8% |
| 4.081692219 | 31 | 0.3% |
| 3.167821884 | 31 | 0.3% |
| 2.785175085 | 31 | 0.3% |
| 1.959596038 | 3 | < 0.1% |
| 4.885604858 | 2 | < 0.1% |
| 4.878232002 | 2 | < 0.1% |
| 4.912367821 | 2 | < 0.1% |
| Other values (9) | 18 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 11732 | |
| 1.959596038 | 3 | < 0.1% |
| 2.092147112 | 279 | 2.3% |
| 2.253081083 | 217 | 1.8% |
| 2.785175085 | 31 | 0.3% |
| 2.832325935 | 2 | < 0.1% |
| 3.167821884 | 31 | 0.3% |
| 3.285414934 | 2 | < 0.1% |
| 4.081692219 | 31 | 0.3% |
| 4.851306915 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4.94214201 | 2 | |
| 4.930550098 | 2 | |
| 4.924840927 | 2 | |
| 4.912367821 | 2 | |
| 4.911146164 | 2 | |
| 4.885604858 | 2 | |
| 4.878232002 | 2 | |
| 4.869782925 | 2 | |
| 4.861792088 | 2 | |
| 4.851306915 | 2 |
VeryActiveDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 276 |
|---|---|
| Distinct (%) | 2.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3974976 |
| Minimum | 0 |
|---|---|
| Maximum | 13.4 |
| Zeros | 4658 |
| Zeros (%) | 37.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.52999997 |
| Q3 | 2.3099999 |
| 95-th percentile | 5.29 |
| Maximum | 13.4 |
| Range | 13.4 |
| Interquartile range (IQR) | 2.3099999 |
Descriptive statistics
| Standard deviation | 1.9107099 |
|---|---|
| Coefficient of variation (CV) | 1.3672367 |
| Kurtosis | 4.2454423 |
| Mean | 1.3974976 |
| Median Absolute Deviation (MAD) | 0.52999997 |
| Skewness | 1.8444789 |
| Sum | 17256.3 |
| Variance | 3.6508125 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4658 | |
| 0.0700000003 | 132 | 1.1% |
| 2.029999971 | 98 | 0.8% |
| 1.370000005 | 87 | 0.7% |
| 1.059999943 | 83 | 0.7% |
| 0.3199999928 | 81 | 0.7% |
| 0.05999999866 | 79 | 0.6% |
| 2.789999962 | 78 | 0.6% |
| 0.3700000048 | 78 | 0.6% |
| 0.3300000131 | 77 | 0.6% |
| Other values (266) | 6897 |
| Value | Count | Frequency (%) |
| 0 | 4658 | |
| 0.01999999955 | 20 | 0.2% |
| 0.03999999911 | 15 | 0.1% |
| 0.05000000075 | 20 | 0.2% |
| 0.05999999866 | 79 | 0.6% |
| 0.0700000003 | 132 | 1.1% |
| 0.07999999821 | 69 | 0.6% |
| 0.09000000358 | 27 | 0.2% |
| 0.1099999994 | 34 | 0.3% |
| 0.1199999973 | 31 | 0.3% |
| Value | Count | Frequency (%) |
| 13.39999962 | 3 | < 0.1% |
| 13.26000023 | 3 | < 0.1% |
| 13.13000011 | 3 | < 0.1% |
| 12.53999996 | 3 | < 0.1% |
| 12.43999958 | 3 | < 0.1% |
| 12.34000015 | 3 | < 0.1% |
| 11.64000034 | 3 | < 0.1% |
| 11.36999989 | 3 | < 0.1% |
| 10.43000031 | 3 | < 0.1% |
| 9.890000343 | 23 |
ModeratelyActiveDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 192 |
|---|---|
| Distinct (%) | 1.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.73086168 |
| Minimum | 0 |
|---|---|
| Maximum | 6.48 |
| Zeros | 4334 |
| Zeros (%) | 35.1% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0.40000001 |
| Q3 | 1 |
| 95-th percentile | 2.45 |
| Maximum | 6.48 |
| Range | 6.48 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.0374368 |
|---|---|
| Coefficient of variation (CV) | 1.4194708 |
| Kurtosis | 7.8518188 |
| Mean | 0.73086168 |
| Median Absolute Deviation (MAD) | 0.40000001 |
| Skewness | 2.5235152 |
| Sum | 9024.68 |
| Variance | 1.0762752 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4334 | |
| 0.400000006 | 169 | 1.4% |
| 0.25 | 149 | 1.2% |
| 0.7900000215 | 136 | 1.1% |
| 0.1899999976 | 118 | 1.0% |
| 0.4199999869 | 117 | 0.9% |
| 0.5699999928 | 115 | 0.9% |
| 0.6399999857 | 113 | 0.9% |
| 0.2800000012 | 112 | 0.9% |
| 0.349999994 | 110 | 0.9% |
| Other values (182) | 6875 |
| Value | Count | Frequency (%) |
| 0 | 4334 | |
| 0.02999999933 | 33 | 0.3% |
| 0.03999999911 | 36 | 0.3% |
| 0.05000000075 | 15 | 0.1% |
| 0.05999999866 | 7 | 0.1% |
| 0.07999999821 | 23 | 0.2% |
| 0.1099999994 | 28 | 0.2% |
| 0.1199999973 | 32 | 0.3% |
| 0.1400000006 | 26 | 0.2% |
| 0.150000006 | 57 | 0.5% |
| Value | Count | Frequency (%) |
| 6.480000019 | 28 | |
| 6.210000038 | 27 | |
| 5.599999905 | 28 | |
| 5.400000095 | 28 | |
| 5.239999771 | 28 | |
| 5.119999886 | 27 | |
| 4.579999924 | 28 | |
| 4.559999943 | 28 | |
| 4.349999905 | 28 | |
| 4.21999979 | 56 |
LightActiveDistance
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 412 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.5320157 |
| Minimum | 0 |
|---|---|
| Maximum | 10.3 |
| Zeros | 663 |
| Zeros (%) | 5.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 2.3499999 |
| median | 3.54 |
| Q3 | 4.8299999 |
| 95-th percentile | 6.46 |
| Maximum | 10.3 |
| Range | 10.3 |
| Interquartile range (IQR) | 2.48 |
Descriptive statistics
| Standard deviation | 1.8766462 |
|---|---|
| Coefficient of variation (CV) | 0.53132441 |
| Kurtosis | -0.0325695 |
| Mean | 3.5320157 |
| Median Absolute Deviation (MAD) | 1.23 |
| Skewness | 0.11776653 |
| Sum | 43613.33 |
| Variance | 3.5218008 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 663 | 5.4% |
| 4.179999828 | 122 | 1.0% |
| 4.710000038 | 114 | 0.9% |
| 2.470000029 | 109 | 0.9% |
| 2.670000076 | 106 | 0.9% |
| 3.910000086 | 102 | 0.8% |
| 4.5 | 93 | 0.8% |
| 3.920000076 | 90 | 0.7% |
| 3.769999981 | 90 | 0.7% |
| 5.409999847 | 89 | 0.7% |
| Other values (402) | 10770 |
| Value | Count | Frequency (%) |
| 0 | 663 | |
| 0.009999999776 | 64 | 0.5% |
| 0.01999999955 | 26 | 0.2% |
| 0.02999999933 | 26 | 0.2% |
| 0.03999999911 | 8 | 0.1% |
| 0.05999999866 | 3 | < 0.1% |
| 0.09000000358 | 15 | 0.1% |
| 0.1000000015 | 5 | < 0.1% |
| 0.1099999994 | 5 | < 0.1% |
| 0.1299999952 | 31 | 0.3% |
| Value | Count | Frequency (%) |
| 10.30000019 | 18 | |
| 9.479999542 | 18 | |
| 9.460000038 | 4 | < 0.1% |
| 8.970000267 | 27 | |
| 8.680000305 | 18 | |
| 8.409999847 | 18 | |
| 8.270000458 | 27 | |
| 8.260000229 | 2 | < 0.1% |
| 8.229999542 | 2 | < 0.1% |
| 7.949999809 | 2 | < 0.1% |
SedentaryActiveDistance
Real number (ℝ)
| Distinct | 8 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.00067946226 |
| Minimum | 0 |
|---|---|
| Maximum | 0.11 |
| Zeros | 12212 |
| Zeros (%) | 98.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.11 |
| Range | 0.11 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.0078424973 |
|---|---|
| Coefficient of variation (CV) | 11.542212 |
| Kurtosis | 161.87581 |
| Mean | 0.00067946226 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 12.609561 |
| Sum | 8.39 |
| Variance | 6.1504764 × 10-5 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 12212 | |
| 0.009999999776 | 40 | 0.3% |
| 0.1099999994 | 31 | 0.3% |
| 0.1000000015 | 31 | 0.3% |
| 0.01999999955 | 10 | 0.1% |
| 0.05000000075 | 8 | 0.1% |
| 0.0700000003 | 8 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| Value | Count | Frequency (%) |
| 0 | 12212 | |
| 0.009999999776 | 40 | 0.3% |
| 0.01999999955 | 10 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.05000000075 | 8 | 0.1% |
| 0.0700000003 | 8 | 0.1% |
| 0.1000000015 | 31 | 0.3% |
| 0.1099999994 | 31 | 0.3% |
| Value | Count | Frequency (%) |
| 0.1099999994 | 31 | 0.3% |
| 0.1000000015 | 31 | 0.3% |
| 0.0700000003 | 8 | 0.1% |
| 0.05000000075 | 8 | 0.1% |
| 0.03999999911 | 8 | 0.1% |
| 0.01999999955 | 10 | 0.1% |
| 0.009999999776 | 40 | 0.3% |
| 0 | 12212 |
VeryActiveMinutes
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 114 |
|---|---|
| Distinct (%) | 0.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.935779 |
| Minimum | 0 |
|---|---|
| Maximum | 210 |
| Zeros | 4658 |
| Zeros (%) | 37.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 8 |
| Q3 | 36 |
| 95-th percentile | 97 |
| Maximum | 210 |
| Range | 210 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 34.884901 |
|---|---|
| Coefficient of variation (CV) | 1.4574375 |
| Kurtosis | 6.2872964 |
| Mean | 23.935779 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 2.2176195 |
| Sum | 295559 |
| Variance | 1216.9564 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4658 | |
| 1 | 370 | 3.0% |
| 8 | 299 | 2.4% |
| 19 | 236 | 1.9% |
| 3 | 234 | 1.9% |
| 6 | 206 | 1.7% |
| 14 | 201 | 1.6% |
| 4 | 181 | 1.5% |
| 11 | 169 | 1.4% |
| 30 | 169 | 1.4% |
| Other values (104) | 5625 |
| Value | Count | Frequency (%) |
| 0 | 4658 | |
| 1 | 370 | 3.0% |
| 2 | 135 | 1.1% |
| 3 | 234 | 1.9% |
| 4 | 181 | 1.5% |
| 5 | 154 | 1.2% |
| 6 | 206 | 1.7% |
| 7 | 110 | 0.9% |
| 8 | 299 | 2.4% |
| 9 | 104 | 0.8% |
| Value | Count | Frequency (%) |
| 210 | 26 | |
| 207 | 26 | |
| 200 | 26 | |
| 194 | 26 | |
| 184 | 26 | |
| 137 | 31 | |
| 132 | 3 | < 0.1% |
| 129 | 3 | < 0.1% |
| 125 | 6 | < 0.1% |
| 123 | 31 |
FairlyActiveMinutes
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 17.340703 |
| Minimum | 0 |
|---|---|
| Maximum | 143 |
| Zeros | 4319 |
| Zeros (%) | 35.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 24 |
| 95-th percentile | 65 |
| Maximum | 143 |
| Range | 143 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 23.037698 |
|---|---|
| Coefficient of variation (CV) | 1.3285331 |
| Kurtosis | 6.0326325 |
| Mean | 17.340703 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.2063656 |
| Sum | 214123 |
| Variance | 530.73554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 4319 | |
| 8 | 513 | 4.2% |
| 16 | 410 | 3.3% |
| 15 | 309 | 2.5% |
| 10 | 290 | 2.3% |
| 9 | 279 | 2.3% |
| 13 | 260 | 2.1% |
| 6 | 258 | 2.1% |
| 14 | 242 | 2.0% |
| 11 | 241 | 2.0% |
| Other values (68) | 5227 |
| Value | Count | Frequency (%) |
| 0 | 4319 | |
| 1 | 68 | 0.6% |
| 2 | 28 | 0.2% |
| 3 | 65 | 0.5% |
| 4 | 203 | 1.6% |
| 5 | 158 | 1.3% |
| 6 | 258 | 2.1% |
| 7 | 160 | 1.3% |
| 8 | 513 | 4.2% |
| 9 | 279 | 2.3% |
| Value | Count | Frequency (%) |
| 143 | 28 | 0.2% |
| 125 | 27 | 0.2% |
| 122 | 28 | 0.2% |
| 116 | 28 | 0.2% |
| 115 | 28 | 0.2% |
| 113 | 3 | < 0.1% |
| 98 | 28 | 0.2% |
| 96 | 28 | 0.2% |
| 95 | 111 | |
| 94 | 4 | < 0.1% |
LightlyActiveMinutes
Real number (ℝ)
HIGH CORRELATION  ZEROS 
| Distinct | 298 |
|---|---|
| Distinct (%) | 2.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 199.8488 |
| Minimum | 0 |
|---|---|
| Maximum | 518 |
| Zeros | 660 |
| Zeros (%) | 5.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 144 |
| median | 200 |
| Q3 | 258 |
| 95-th percentile | 352 |
| Maximum | 518 |
| Range | 518 |
| Interquartile range (IQR) | 114 |
Descriptive statistics
| Standard deviation | 97.403506 |
|---|---|
| Coefficient of variation (CV) | 0.48738599 |
| Kurtosis | 0.38865856 |
| Mean | 199.8488 |
| Median Absolute Deviation (MAD) | 58 |
| Skewness | 0.026619009 |
| Sum | 2467733 |
| Variance | 9487.443 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 660 | 5.3% |
| 214 | 169 | 1.4% |
| 206 | 165 | 1.3% |
| 153 | 161 | 1.3% |
| 195 | 157 | 1.3% |
| 141 | 155 | 1.3% |
| 238 | 147 | 1.2% |
| 194 | 136 | 1.1% |
| 258 | 130 | 1.1% |
| 139 | 128 | 1.0% |
| Other values (288) | 10340 |
| Value | Count | Frequency (%) |
| 0 | 660 | |
| 1 | 9 | 0.1% |
| 2 | 45 | 0.4% |
| 3 | 58 | 0.5% |
| 4 | 15 | 0.1% |
| 9 | 46 | 0.4% |
| 10 | 8 | 0.1% |
| 11 | 3 | < 0.1% |
| 12 | 20 | 0.2% |
| 15 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 518 | 18 | |
| 513 | 18 | |
| 512 | 18 | |
| 487 | 18 | |
| 480 | 18 | |
| 475 | 28 | |
| 461 | 18 | |
| 458 | 18 | |
| 439 | 27 | |
| 432 | 33 |
SedentaryMinutes
Real number (ℝ)
| Distinct | 451 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 799.39148 |
| Minimum | 0 |
|---|---|
| Maximum | 1440 |
| Zeros | 26 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 472 |
| Q1 | 659 |
| median | 734 |
| Q3 | 853 |
| 95-th percentile | 1440 |
| Maximum | 1440 |
| Range | 1440 |
| Interquartile range (IQR) | 194 |
Descriptive statistics
| Standard deviation | 267.21313 |
|---|---|
| Coefficient of variation (CV) | 0.33427067 |
| Kurtosis | 0.86026535 |
| Mean | 799.39148 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 0.77052215 |
| Sum | 9870886 |
| Variance | 71402.856 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1440 | 635 | 5.1% |
| 692 | 167 | 1.4% |
| 680 | 147 | 1.2% |
| 709 | 144 | 1.2% |
| 745 | 113 | 0.9% |
| 621 | 112 | 0.9% |
| 728 | 106 | 0.9% |
| 676 | 102 | 0.8% |
| 732 | 97 | 0.8% |
| 712 | 89 | 0.7% |
| Other values (441) | 10636 |
| Value | Count | Frequency (%) |
| 0 | 26 | |
| 2 | 15 | |
| 13 | 28 | |
| 48 | 15 | |
| 111 | 2 | < 0.1% |
| 125 | 18 | |
| 127 | 31 | |
| 218 | 3 | < 0.1% |
| 222 | 31 | |
| 241 | 27 |
| Value | Count | Frequency (%) |
| 1440 | 635 | |
| 1439 | 9 | 0.1% |
| 1438 | 19 | 0.2% |
| 1437 | 32 | 0.3% |
| 1431 | 15 | 0.1% |
| 1430 | 8 | 0.1% |
| 1428 | 15 | 0.1% |
| 1423 | 5 | < 0.1% |
| 1420 | 3 | < 0.1% |
| 1413 | 5 | < 0.1% |
Calories
Real number (ℝ)
| Distinct | 576 |
|---|---|
| Distinct (%) | 4.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2322.8453 |
| Minimum | 0 |
|---|---|
| Maximum | 4900 |
| Zeros | 25 |
| Zeros (%) | 0.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1401 |
| Q1 | 1776 |
| median | 2158 |
| Q3 | 2859 |
| 95-th percentile | 3784 |
| Maximum | 4900 |
| Range | 4900 |
| Interquartile range (IQR) | 1083 |
Descriptive statistics
| Standard deviation | 760.08554 |
|---|---|
| Coefficient of variation (CV) | 0.32722176 |
| Kurtosis | 0.40276993 |
| Mean | 2322.8453 |
| Median Absolute Deviation (MAD) | 484 |
| Skewness | 0.56285902 |
| Sum | 28682494 |
| Variance | 577730.03 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1688 | 135 | 1.1% |
| 1980 | 104 | 0.8% |
| 1819 | 102 | 0.8% |
| 3061 | 81 | 0.7% |
| 2361 | 77 | 0.6% |
| 2194 | 74 | 0.6% |
| 1496 | 72 | 0.6% |
| 2066 | 67 | 0.5% |
| 2105 | 67 | 0.5% |
| 2086 | 62 | 0.5% |
| Other values (566) | 11507 |
| Value | Count | Frequency (%) |
| 0 | 25 | |
| 52 | 28 | |
| 57 | 15 | |
| 120 | 2 | < 0.1% |
| 257 | 26 | |
| 403 | 15 | |
| 665 | 3 | < 0.1% |
| 741 | 31 | |
| 928 | 31 | |
| 1032 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 4900 | 18 | |
| 4552 | 26 | |
| 4546 | 26 | |
| 4501 | 26 | |
| 4392 | 26 | |
| 4274 | 26 | |
| 4236 | 31 | |
| 4163 | 31 | |
| 4157 | 31 | |
| 4092 | 31 |
SleepDay
Categorical
| Distinct | 31 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 192.9 KiB |
| 4/15/2016 12:00:00 AM | 505 |
|---|---|
| 5/1/2016 12:00:00 AM | 484 |
| 4/28/2016 12:00:00 AM | 476 |
| 4/30/2016 12:00:00 AM | 460 |
| 4/20/2016 12:00:00 AM | 458 |
| Other values (26) |
Length
| Max length | 21 |
|---|---|
| Median length | 21 |
| Mean length | 20.715015 |
| Min length | 20 |
Characters and Unicode
| Total characters | 255789 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 4/12/2016 12:00:00 AM |
|---|---|
| 2nd row | 4/13/2016 12:00:00 AM |
| 3rd row | 4/15/2016 12:00:00 AM |
| 4th row | 4/16/2016 12:00:00 AM |
| 5th row | 4/17/2016 12:00:00 AM |
Common Values
| Value | Count | Frequency (%) |
| 4/15/2016 12:00:00 AM | 505 | 4.1% |
| 5/1/2016 12:00:00 AM | 484 | 3.9% |
| 4/28/2016 12:00:00 AM | 476 | 3.9% |
| 4/30/2016 12:00:00 AM | 460 | 3.7% |
| 4/20/2016 12:00:00 AM | 458 | 3.7% |
| 4/21/2016 12:00:00 AM | 447 | 3.6% |
| 4/23/2016 12:00:00 AM | 445 | 3.6% |
| 4/29/2016 12:00:00 AM | 444 | 3.6% |
| 5/8/2016 12:00:00 AM | 429 | 3.5% |
| 4/16/2016 12:00:00 AM | 424 | 3.4% |
| Other values (21) | 7776 |
Length
| Value | Count | Frequency (%) |
| 12:00:00 | 12348 | |
| am | 12348 | |
| 4/15/2016 | 505 | 1.4% |
| 5/1/2016 | 484 | 1.3% |
| 4/28/2016 | 476 | 1.3% |
| 4/30/2016 | 460 | 1.2% |
| 4/20/2016 | 458 | 1.2% |
| 4/21/2016 | 447 | 1.2% |
| 4/23/2016 | 445 | 1.2% |
| 4/29/2016 | 444 | 1.2% |
| Other values (23) | 8629 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 63028 | |
| 2 | 30352 | |
| 1 | 30108 | |
| / | 24696 | 9.7% |
| 24696 | 9.7% | |
| : | 24696 | 9.7% |
| 6 | 13559 | 5.3% |
| A | 12348 | 4.8% |
| M | 12348 | 4.8% |
| 4 | 9005 | 3.5% |
| Other values (5) | 10953 | 4.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 157005 | |
| Other Punctuation | 49392 | 19.3% |
| Space Separator | 24696 | 9.7% |
| Uppercase Letter | 24696 | 9.7% |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 63028 | |
| 2 | 30352 | |
| 1 | 30108 | |
| 6 | 13559 | 8.6% |
| 4 | 9005 | 5.7% |
| 5 | 5706 | 3.6% |
| 3 | 1685 | 1.1% |
| 9 | 1198 | 0.8% |
| 8 | 1197 | 0.8% |
| 7 | 1167 | 0.7% |
Other Punctuation
| Value | Count | Frequency (%) |
| / | 24696 | |
| : | 24696 |
Uppercase Letter
| Value | Count | Frequency (%) |
| A | 12348 | |
| M | 12348 |
Space Separator
| Value | Count | Frequency (%) |
| 24696 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 231093 | |
| Latin | 24696 | 9.7% |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 63028 | |
| 2 | 30352 | |
| 1 | 30108 | |
| / | 24696 | 10.7% |
| 24696 | 10.7% | |
| : | 24696 | 10.7% |
| 6 | 13559 | 5.9% |
| 4 | 9005 | 3.9% |
| 5 | 5706 | 2.5% |
| 3 | 1685 | 0.7% |
| Other values (3) | 3562 | 1.5% |
Latin
| Value | Count | Frequency (%) |
| A | 12348 | |
| M | 12348 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 255789 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 63028 | |
| 2 | 30352 | |
| 1 | 30108 | |
| / | 24696 | 9.7% |
| 24696 | 9.7% | |
| : | 24696 | 9.7% |
| 6 | 13559 | 5.3% |
| A | 12348 | 4.8% |
| M | 12348 | 4.8% |
| 4 | 9005 | 3.5% |
| Other values (5) | 10953 | 4.3% |
TotalSleepRecords
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 192.9 KiB |
| 1 | |
|---|---|
| 2 | |
| 3 | 93 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 12348 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 2 |
| 3rd row | 1 |
| 4th row | 2 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 10939 | |
| 2 | 1316 | 10.7% |
| 3 | 93 | 0.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| 1 | 10939 | |
| 2 | 1316 | 10.7% |
| 3 | 93 | 0.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 10939 | |
| 2 | 1316 | 10.7% |
| 3 | 93 | 0.8% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 12348 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 10939 | |
| 2 | 1316 | 10.7% |
| 3 | 93 | 0.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 12348 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 10939 | |
| 2 | 1316 | 10.7% |
| 3 | 93 | 0.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 12348 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 10939 | |
| 2 | 1316 | 10.7% |
| 3 | 93 | 0.8% |
TotalMinutesAsleep
Real number (ℝ)
| Distinct | 256 |
|---|---|
| Distinct (%) | 2.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 419.10277 |
| Minimum | 58 |
|---|---|
| Maximum | 796 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 58 |
|---|---|
| 5-th percentile | 166 |
| Q1 | 361 |
| median | 432 |
| Q3 | 492 |
| 95-th percentile | 591 |
| Maximum | 796 |
| Range | 738 |
| Interquartile range (IQR) | 131 |
Descriptive statistics
| Standard deviation | 118.9441 |
|---|---|
| Coefficient of variation (CV) | 0.28380652 |
| Kurtosis | 1.522841 |
| Mean | 419.10277 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | -0.59288277 |
| Sum | 5175081 |
| Variance | 14147.699 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 442 | 204 | 1.7% |
| 441 | 155 | 1.3% |
| 412 | 153 | 1.2% |
| 388 | 124 | 1.0% |
| 357 | 124 | 1.0% |
| 322 | 124 | 1.0% |
| 523 | 124 | 1.0% |
| 354 | 123 | 1.0% |
| 421 | 123 | 1.0% |
| 531 | 122 | 1.0% |
| Other values (246) | 10972 |
| Value | Count | Frequency (%) |
| 58 | 26 | |
| 59 | 31 | |
| 61 | 31 | |
| 62 | 31 | |
| 74 | 61 | |
| 77 | 31 | |
| 79 | 26 | |
| 82 | 31 | |
| 98 | 31 | |
| 99 | 31 |
| Value | Count | Frequency (%) |
| 796 | 30 | |
| 775 | 31 | |
| 750 | 31 | |
| 722 | 31 | |
| 700 | 31 | |
| 692 | 31 | |
| 681 | 31 | |
| 658 | 59 | |
| 651 | 31 | |
| 644 | 31 |
TotalTimeInBed
Real number (ℝ)
| Distinct | 242 |
|---|---|
| Distinct (%) | 2.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 458.19752 |
| Minimum | 61 |
|---|---|
| Maximum | 961 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 192.9 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 179 |
| Q1 | 402 |
| median | 462 |
| Q3 | 526 |
| 95-th percentile | 634 |
| Maximum | 961 |
| Range | 900 |
| Interquartile range (IQR) | 124 |
Descriptive statistics
| Standard deviation | 127.87062 |
|---|---|
| Coefficient of variation (CV) | 0.27907313 |
| Kurtosis | 3.3735023 |
| Mean | 458.19752 |
| Median Absolute Deviation (MAD) | 60 |
| Skewness | -0.19174502 |
| Sum | 5657823 |
| Variance | 16350.895 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 546 | 183 | 1.5% |
| 458 | 154 | 1.2% |
| 402 | 154 | 1.2% |
| 510 | 151 | 1.2% |
| 457 | 124 | 1.0% |
| 501 | 124 | 1.0% |
| 391 | 124 | 1.0% |
| 961 | 123 | 1.0% |
| 500 | 123 | 1.0% |
| 543 | 123 | 1.0% |
| Other values (232) | 10965 |
| Value | Count | Frequency (%) |
| 61 | 26 | |
| 65 | 62 | |
| 69 | 31 | |
| 75 | 31 | |
| 77 | 31 | |
| 78 | 30 | |
| 82 | 26 | |
| 85 | 31 | |
| 104 | 31 | |
| 107 | 31 |
| Value | Count | Frequency (%) |
| 961 | 123 | |
| 843 | 31 | 0.3% |
| 775 | 31 | 0.3% |
| 725 | 31 | 0.3% |
| 722 | 31 | 0.3% |
| 712 | 31 | 0.3% |
| 704 | 31 | 0.3% |
| 698 | 28 | 0.2% |
| 689 | 31 | 0.3% |
| 686 | 62 |
| Id | TotalSteps | TotalDistance | TrackerDistance | LoggedActivitiesDistance | VeryActiveDistance | ModeratelyActiveDistance | LightActiveDistance | SedentaryActiveDistance | VeryActiveMinutes | FairlyActiveMinutes | LightlyActiveMinutes | SedentaryMinutes | Calories | TotalMinutesAsleep | TotalTimeInBed | ActivityDate | SleepDay | TotalSleepRecords | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Id | 1.000 | -0.028 | 0.027 | 0.026 | 0.316 | 0.150 | 0.008 | -0.070 | -0.018 | 0.213 | 0.023 | -0.207 | -0.039 | 0.426 | 0.122 | 0.006 | 0.000 | 0.148 | 0.166 |
| TotalSteps | -0.028 | 1.000 | 0.984 | 0.984 | 0.143 | 0.764 | 0.766 | 0.636 | 0.031 | 0.713 | 0.734 | 0.473 | -0.270 | 0.403 | -0.130 | -0.082 | 0.240 | 0.030 | 0.052 |
| TotalDistance | 0.027 | 0.984 | 1.000 | 1.000 | 0.194 | 0.766 | 0.763 | 0.652 | 0.043 | 0.722 | 0.730 | 0.447 | -0.257 | 0.500 | -0.125 | -0.083 | 0.248 | 0.035 | 0.066 |
| TrackerDistance | 0.026 | 0.984 | 1.000 | 1.000 | 0.186 | 0.765 | 0.762 | 0.652 | 0.028 | 0.721 | 0.729 | 0.447 | -0.257 | 0.500 | -0.125 | -0.083 | 0.249 | 0.036 | 0.066 |
| LoggedActivitiesDistance | 0.316 | 0.143 | 0.194 | 0.186 | 1.000 | 0.232 | 0.121 | 0.130 | 0.214 | 0.333 | 0.071 | -0.067 | 0.001 | 0.298 | 0.025 | 0.020 | 0.204 | 0.039 | 0.020 |
| VeryActiveDistance | 0.150 | 0.764 | 0.766 | 0.765 | 0.232 | 1.000 | 0.719 | 0.211 | 0.041 | 0.973 | 0.723 | 0.022 | -0.098 | 0.437 | -0.154 | -0.139 | 0.207 | 0.050 | 0.030 |
| ModeratelyActiveDistance | 0.008 | 0.766 | 0.763 | 0.762 | 0.121 | 0.719 | 1.000 | 0.357 | 0.043 | 0.701 | 0.970 | 0.179 | -0.162 | 0.323 | -0.191 | -0.109 | 0.255 | 0.000 | 0.020 |
| LightActiveDistance | -0.070 | 0.636 | 0.652 | 0.652 | 0.130 | 0.211 | 0.357 | 1.000 | 0.004 | 0.208 | 0.305 | 0.854 | -0.325 | 0.421 | 0.019 | -0.001 | 0.246 | 0.032 | 0.053 |
| SedentaryActiveDistance | -0.018 | 0.031 | 0.043 | 0.028 | 0.214 | 0.041 | 0.043 | 0.004 | 1.000 | 0.025 | 0.021 | 0.012 | 0.026 | 0.044 | -0.027 | -0.039 | 0.159 | 0.000 | 0.011 |
| VeryActiveMinutes | 0.213 | 0.713 | 0.722 | 0.721 | 0.333 | 0.973 | 0.701 | 0.208 | 0.025 | 1.000 | 0.722 | -0.004 | -0.084 | 0.501 | -0.129 | -0.124 | 0.246 | 0.000 | 0.028 |
| FairlyActiveMinutes | 0.023 | 0.734 | 0.730 | 0.729 | 0.071 | 0.723 | 0.970 | 0.305 | 0.021 | 0.722 | 1.000 | 0.142 | -0.155 | 0.360 | -0.186 | -0.109 | 0.258 | 0.000 | 0.034 |
| LightlyActiveMinutes | -0.207 | 0.473 | 0.447 | 0.447 | -0.067 | 0.022 | 0.179 | 0.854 | 0.012 | -0.004 | 0.142 | 1.000 | -0.393 | 0.193 | 0.055 | 0.027 | 0.236 | 0.033 | 0.071 |
| SedentaryMinutes | -0.039 | -0.270 | -0.257 | -0.257 | 0.001 | -0.098 | -0.162 | -0.325 | 0.026 | -0.084 | -0.155 | -0.393 | 1.000 | -0.016 | -0.145 | -0.173 | 0.287 | 0.046 | 0.062 |
| Calories | 0.426 | 0.403 | 0.500 | 0.500 | 0.298 | 0.437 | 0.323 | 0.421 | 0.044 | 0.501 | 0.360 | 0.193 | -0.016 | 1.000 | 0.026 | -0.095 | 0.276 | 0.000 | 0.068 |
| TotalMinutesAsleep | 0.122 | -0.130 | -0.125 | -0.125 | 0.025 | -0.154 | -0.191 | 0.019 | -0.027 | -0.129 | -0.186 | 0.055 | -0.145 | 0.026 | 1.000 | 0.918 | 0.000 | 0.254 | 0.298 |
| TotalTimeInBed | 0.006 | -0.082 | -0.083 | -0.083 | 0.020 | -0.139 | -0.109 | -0.001 | -0.039 | -0.124 | -0.109 | 0.027 | -0.173 | -0.095 | 0.918 | 1.000 | 0.000 | 0.265 | 0.248 |
| ActivityDate | 0.000 | 0.240 | 0.248 | 0.249 | 0.204 | 0.207 | 0.255 | 0.246 | 0.159 | 0.246 | 0.258 | 0.236 | 0.287 | 0.276 | 0.000 | 0.000 | 1.000 | 0.000 | 0.000 |
| SleepDay | 0.148 | 0.030 | 0.035 | 0.036 | 0.039 | 0.050 | 0.000 | 0.032 | 0.000 | 0.000 | 0.000 | 0.033 | 0.046 | 0.000 | 0.254 | 0.265 | 0.000 | 1.000 | 0.314 |
| TotalSleepRecords | 0.166 | 0.052 | 0.066 | 0.066 | 0.020 | 0.030 | 0.020 | 0.053 | 0.011 | 0.028 | 0.034 | 0.071 | 0.062 | 0.068 | 0.298 | 0.248 | 0.000 | 0.314 | 1.000 |
| Id | ActivityDate | TotalSteps | TotalDistance | TrackerDistance | LoggedActivitiesDistance | VeryActiveDistance | ModeratelyActiveDistance | LightActiveDistance | SedentaryActiveDistance | VeryActiveMinutes | FairlyActiveMinutes | LightlyActiveMinutes | SedentaryMinutes | Calories | SleepDay | TotalSleepRecords | TotalMinutesAsleep | TotalTimeInBed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/12/2016 12:00:00 AM | 1 | 327 | 346 |
| 1 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/13/2016 12:00:00 AM | 2 | 384 | 407 |
| 2 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/15/2016 12:00:00 AM | 1 | 412 | 442 |
| 3 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/16/2016 12:00:00 AM | 2 | 340 | 367 |
| 4 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/17/2016 12:00:00 AM | 1 | 700 | 712 |
| 5 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/19/2016 12:00:00 AM | 1 | 304 | 320 |
| 6 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/20/2016 12:00:00 AM | 1 | 360 | 377 |
| 7 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/21/2016 12:00:00 AM | 1 | 325 | 364 |
| 8 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/23/2016 12:00:00 AM | 1 | 361 | 384 |
| 9 | 1503960366 | 4/12/2016 | 13162 | 8.5 | 8.5 | 0.0 | 1.88 | 0.55 | 6.06 | 0.0 | 25 | 13 | 328 | 728 | 1985 | 4/24/2016 12:00:00 AM | 1 | 430 | 449 |
| Id | ActivityDate | TotalSteps | TotalDistance | TrackerDistance | LoggedActivitiesDistance | VeryActiveDistance | ModeratelyActiveDistance | LightActiveDistance | SedentaryActiveDistance | VeryActiveMinutes | FairlyActiveMinutes | LightlyActiveMinutes | SedentaryMinutes | Calories | SleepDay | TotalSleepRecords | TotalMinutesAsleep | TotalTimeInBed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 12431 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/22/2016 12:00:00 AM | 1 | 391 | 407 |
| 12432 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/23/2016 12:00:00 AM | 1 | 339 | 360 |
| 12433 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/27/2016 12:00:00 AM | 1 | 423 | 428 |
| 12434 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/28/2016 12:00:00 AM | 1 | 402 | 416 |
| 12435 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/29/2016 12:00:00 AM | 1 | 398 | 406 |
| 12436 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 4/30/2016 12:00:00 AM | 1 | 343 | 360 |
| 12437 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/1/2016 12:00:00 AM | 1 | 503 | 527 |
| 12438 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/2/2016 12:00:00 AM | 1 | 415 | 423 |
| 12439 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/3/2016 12:00:00 AM | 1 | 516 | 545 |
| 12440 | 8792009665 | 5/10/2016 | 0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0 | 0 | 0 | 48 | 57 | 5/4/2016 12:00:00 AM | 1 | 439 | 463 |